Laboratory of Artificial Intelligence

The Laboratory of Artificial Intelligence (LIA) at EPFL focuses on developing artificial intelligence solutions to help people navigate modern artificial, abstract environments. Their research delves into data-driven approaches using machine learning techniques, with a particular emphasis on game theory for data science, crowdsourcing, and human computation. LIA has made significant contributions to privacy-preserving AI, federated learning, and decentralized oracles for public interest questions. Noteworthy recent achievements include the development of algorithms like Altruistic Matching Heuristic (ALMA) for large-scale distributed resource allocation problems, explanations of AI system actions using generative natural language models, and a new privacy definition called Bayesian Differential Privacy for machine learning.